{"id":"W4388415142","doi":"10.1021/acs.est.3c04639","title":"Particulate Matter and Volatile Organic Compound Emissions Generated from a Domestic Air Fryer","year":2023,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science","keywords":"Particulates; Environmental science; French fries; Air pollutants; Pollutant; Air pollution; Indoor air; Environmental chemistry; Chemistry; Waste management; Environmental engineering; Food science; Engineering; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002416849,0.0003032485,0.0002431473,0.0002886326,0.0002468812,0.0005695837,0.0002031236,0.0003695931,0.0009244939],"category_scores_gemma":[0.0002762851,0.00008191831,0.0003951834,0.0002804486,0.0001836613,0.0002464348,0.0001992794,0.0002317019,0.0001310655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003409193,"about_ca_system_score_gemma":0.0001188122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00536649,"about_ca_topic_score_gemma":0.006047267,"domain_scores_codex":[0.9998038,0.00002694813,0.000008225082,0.00008102481,0.00004480901,0.00003516633],"domain_scores_gemma":[0.9998367,0.000036755,0.00006049845,0.00001460031,0.00003489518,0.00001647615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002456197,0.0002701689,0.3137878,0.0003933274,0.0005221321,0.0005828067,0.000510942,0.001506921,0.6454293,0.0002625791,0.0002076686,0.03407025],"study_design_scores_gemma":[0.000009716533,0.001681491,0.9060198,0.00001127277,0.000168542,0.000286869,0.0003761092,0.0009755383,0.08929212,0.00007940708,0.001082523,0.00001655214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990129,0.000138844,0.0004866759,0.000005339398,0.000003944158,0.000004961095,0.00008435523,0.000003472435,0.0002593378],"genre_scores_gemma":[0.9984928,0.0001385419,0.0006704618,0.00001265773,0.000004763523,0.000003835656,0.0002153141,0.000003944188,0.0004575607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00536649,"threshold_uncertainty_score":0.01067054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005779644681672582,"score_gpt":0.1927526142656324,"score_spread":0.1869729695839599,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}